diff --git a/README.md b/README.md
index cd31c144352a411ded0e3e1daf86a062db7646ec..21ff0ffd4b7a9cb1504d15e30a216ece3fa72427 100644
--- a/README.md
+++ b/README.md
@@ -36,6 +36,10 @@ This project is released under the [Apache 2.0 license](LICENSE).
 
 ## Updates
 
+v0.5.7 (06/02/2019)
+- Add support for Deformable ConvNet v2. (Many thanks to the authors and [@chengdazhi](https://github.com/chengdazhi))
+- This is the last release based on PyTorch 0.4.1.
+
 v0.5.6 (17/01/2019)
 - Add support for Group Normalization.
 - Unify RPNHead and single stage heads (RetinaHead, SSDHead) with AnchorHead.
diff --git a/setup.py b/setup.py
index 2100b4898f0dad6c6d80b8c96d7cf4e125a70678..879c1e32590f0f941050081df5c25e266b13dd0e 100644
--- a/setup.py
+++ b/setup.py
@@ -12,7 +12,7 @@ def readme():
 
 MAJOR = 0
 MINOR = 5
-PATCH = 6
+PATCH = 7
 SUFFIX = ''
 SHORT_VERSION = '{}.{}.{}{}'.format(MAJOR, MINOR, PATCH, SUFFIX)